DaveGerson

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patient2vec

Embedding Complexity In the Data Representation Instead of In the Model (arXiv:1802.04233)

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INSEADAnalytics

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forecast

Forecasting Functions for Time Series and Linear Models

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Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

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lifetimes

Lifetime value in Python

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lifelines

Survival analysis in Python

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go

The Open Source Data Science Masters

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open-source-cs-degree

The Open Source Computer Science Degree

Azure-MachineLearning-DataScience

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data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

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plascalding

Perceptron Learning Algorithm using Scalding Typed API

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pyLDAvis

Python library for interactive topic model visualization. Port of the R LDAvis package.

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aas

Code to accompany Advanced Analytics with Spark from O'Reilly Media

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awesome-R

A curated list of awesome R frameworks, packages and software.

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stats-testing-in-python

collection of ipython notebooks for "How to Analyse an Online Experiment in Python" tutorial

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azrael

Physics Simulation For Engineers

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template-scala-parallel-complementarypurchase

PredictionIO Complementary Purchase Engine Template (Scala-based parallelized engine)

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predictionio-template-ecom-recommender

PredictionIO E-Commerce Recommendation Engine Template (Scala-based parallelized engine)

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joinery

Data frames for Java

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SparkR-pkg

R frontend for Spark

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java-libpst

A library to read PST files with java, without need for external libraries.

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awesome-artificial-intelligence

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

HadoopInternals

Diagrams describing Apache Hadoop internals (2.3.0 or later).

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PacVim

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jetpack

Get up and running w/ machine learning using Docker

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RHadoop

RHadoop

framework

Machine learning, computer vision, statistics and general scientific computing for .NET

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data_hacks

Command line utilities for data analysis

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free-data-science-books

Free resources for learning data science

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